Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "130"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 130 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 241 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 226 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_19812/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 130, Node 10:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.350937 15.687643 -0.678079 80.831757 -0.866509 26.245360 -1.146905 30.746237 0.7368 0.0890 0.4604 10.107954 8.399325
2459593 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.129575 17.366346 0.020241 86.092627 0.137077 37.480518 0.000496 12.742583 0.6645 0.0768 0.3976 5.756819 5.596047
2459592 digital_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.610738 1.615711 0.043028 7.684125 -0.852316 3.102892 -1.889772 1.475583 0.0332 0.0683 0.0027 nan nan
2459591 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.742883 20.392616 0.097038 99.942324 -0.489209 32.221039 -0.332720 4.803185 0.6036 0.0643 0.4058 4.695718 1.253918
2459590 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.251244 24.301735 -0.048100 93.061559 -0.719749 34.491732 -0.527133 8.097387 0.6076 0.0713 0.4119 6.871985 8.397931
2459589 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.555667 21.943266 -0.452474 86.250882 -0.691845 21.756138 -0.744486 17.903480 0.6502 0.0740 0.4123 6.232542 6.735432
2459588 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 229.000034 228.713872 inf inf 23.410214 26.984858 18.656415 16.690062 nan nan nan 0.000000 0.000000
2459587 digital_maintenance 100.00% - - - 100.00% 0.00% -0.702843 21.710774 0.826022 140.774625 0.665629 10.341638 3.612048 20.611297 nan nan nan 9.356484 6.402657
2459586 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.373789 19.579675 -0.840708 32.433246 -0.333942 11.212307 0.190182 9.499871 0.6137 0.0679 0.3994 3.848199 1.412482
2459585 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.058058 26.044483 -0.758546 11.002379 0.256555 10.103551 -0.541975 6.927673 0.0335 0.0703 0.0022 0.000000 0.000000
2459584 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.477122 24.926693 -0.812692 116.024335 -0.372304 17.455857 0.277686 9.486508 0.5610 0.0480 0.3839 9.036227 11.763598
2459583 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.340195 19.053667 -0.923144 35.731392 -1.086360 23.094470 0.133125 0.614625 0.6119 0.0592 0.4342 4.352240 4.193508
2459582 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.501695 16.504441 -0.778100 32.438462 -0.785389 28.057047 0.090401 0.747178 0.6187 0.0558 0.4347 4.468745 4.548756
2459581 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.717806 23.029687 -0.750234 36.595200 -0.679849 22.644445 -0.536819 0.889040 0.6152 0.0604 0.4275 4.160206 5.852823
2459580 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.528030 17.406640 -0.821565 37.486997 -0.990850 23.851497 -0.728480 0.516353 0.6241 0.0629 0.4344 6.007236 5.753518
2459579 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.535863 17.339654 -0.693253 42.591627 -0.599580 26.945523 -0.152052 2.247688 0.6193 0.0581 0.4345 5.369374 5.539059
2459578 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.299408 1.653612 -0.790978 2.779503 0.011453 0.096117 -0.507156 2.541186 0.0341 0.0930 0.0032 nan nan
2459577 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.501418 22.408452 -0.909695 34.211971 -0.321173 24.576901 -0.631903 0.691104 0.6155 0.0573 0.4418 5.354696 5.600807
2459576 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.128528 17.503781 -0.622232 27.434726 -0.244893 21.742374 -0.268148 1.463409 0.6409 0.0633 0.4233 5.743707 5.936673
2459575 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.430912 17.931208 -0.919192 27.260859 -1.115670 16.707204 -0.865479 5.794045 0.7149 0.0802 0.4617 6.506753 6.947585
2459574 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.909536 16.309651 -0.837741 26.089174 -0.185610 24.084364 -0.645961 0.954171 0.6389 0.0580 0.4086 4.694545 5.204407
2459573 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.183340 16.822620 -0.874003 44.903233 -0.787264 27.942566 0.811125 2.034617 0.6370 0.0583 0.4153 4.987624 6.332223
2459572 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.576325 16.972019 -0.846841 26.233490 -0.439072 17.749418 0.053119 3.188910 0.6396 0.0611 0.4119 6.204540 6.320479
2459571 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.069952 1.324754 -0.707504 2.840820 0.161960 -0.076516 -0.643139 2.404154 0.0327 0.0860 0.0027 nan nan
2459570 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.455430 20.588760 -0.794332 34.031167 -0.693204 10.340414 -0.531204 8.718399 0.7243 0.1083 0.4179 5.234750 5.048492
2459566 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.397871 16.130038 -0.746177 34.029589 -0.615227 21.473601 -0.407700 0.215209 0.6365 0.0508 0.3741 3.901578 5.277784
2459565 digital_maintenance 0.00% - - - 100.00% 0.00% 0.525629 0.525629 0.479082 0.479082 -0.763628 -0.763628 -0.844260 -0.844260 nan nan nan 0.000000 0.000000
2459564 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.153517 14.775684 -0.517308 36.134671 -0.072206 2.313944 -0.026964 2.145698 0.6401 0.0612 0.4316 4.009346 3.782974
2459563 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.704484 16.499349 -1.012944 69.016920 -0.876723 22.207750 -0.140766 4.942112 0.6428 0.0629 0.4416 4.518552 5.804087
2459562 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.714668 10.553514 -0.151921 17.783973 0.132794 2.668969 0.055268 1.032444 0.6428 0.0609 0.4400 3.738999 3.646729
2459561 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.886006 11.204713 -0.321342 16.952298 -0.074488 2.904240 0.126745 1.633905 0.6469 0.0656 0.4611 3.533101 4.725421
2459560 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.745012 10.202436 -0.130652 17.187823 0.423261 2.947702 0.182501 0.950039 0.6458 0.0601 0.4486 4.140916 4.191048
2459559 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.439917 13.255879 -0.253824 18.854878 0.188137 3.272143 0.090120 1.341377 0.6451 0.0644 0.4313 3.518421 3.466680
2459558 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.292546 17.190811 -0.627910 36.093387 -0.915542 23.061368 1.697970 2.143473 0.6489 0.0611 0.4369 6.461823 5.878817
2459557 digital_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0348 0.0856 0.0032 nan nan
2459556 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.230769 17.743397 -0.674687 39.059121 -0.113968 20.801651 2.350010 4.190243 0.6370 0.0630 0.4453 6.488011 4.693200
2459554 digital_maintenance - 0.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6481 0.0583 0.4384 nan nan
2459553 digital_maintenance - 0.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6442 0.0630 0.4422 nan nan
2459552 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.175419 21.188071 -0.948517 51.482871 -0.008119 31.885379 -0.635789 3.474530 0.6507 0.0568 0.4425 7.790762 8.718910
2459551 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.909668 10.288259 -0.258381 20.895677 0.484917 4.098841 0.269539 1.507970 0.6409 0.0612 0.4280 3.850843 4.319432
2459550 digital_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0324 0.0587 0.0026 nan nan
2459549 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.353029 15.563461 -0.988822 38.902653 -0.683145 22.719133 -0.006823 1.711444 0.6450 0.0582 0.4429 3.745592 5.655915
2459542 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.589770 22.062285 -0.683607 78.819822 -0.519727 1.906580 -0.318077 3.418945 0.7147 0.0729 0.4588 4.034179 3.636261
2459541 digital_maintenance 100.00% 1.34% 100.00% 0.00% 100.00% 0.00% -1.172009 10.171725 -0.870214 37.042063 -0.662850 255.050124 -0.902195 15.486367 0.7041 0.0794 0.4520 4.252230 5.336817
2459540 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.299136 15.457415 -0.440083 17.958049 0.137227 5.262403 -0.083392 1.105937 0.7135 0.0709 0.4750 3.756535 3.668227
2459536 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.621415 26.386019 -0.976400 66.859964 0.762246 31.429891 -0.327065 2.690898 0.0751 0.0387 0.0660 0.000000 0.000000
2459535 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.061295 12.493221 -0.236746 16.481494 -0.002555 5.789934 0.122011 0.822733 0.0817 0.0399 0.0624 41.877778 1.190563
2459534 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.045560 12.642957 -0.223564 15.269397 0.529334 4.024271 0.223027 0.396355 0.0797 0.0391 0.0684 0.000000 0.000000
2459533 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.564186 18.997063 -0.843668 36.564085 -0.666025 20.602781 0.116363 2.389392 0.0733 0.0375 0.0650 0.000000 0.000000
2459532 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.853978 22.209017 -0.907996 49.525171 -0.658940 25.396225 -0.439573 1.304937 0.0715 0.0384 0.0618 0.000000 0.000000
2459530 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.869758 10.982953 -0.208273 15.472604 0.402543 4.222766 0.151840 1.004176 0.0790 0.0415 0.0697 18.605183 1.218727
2459527 digital_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -1.441254 26.837793 -1.013691 55.217917 -0.846048 34.795683 -0.642827 0.907721 0.9090 0.1018 0.6003 0.000000 0.000000
2459523 digital_maintenance 100.00% - - - 100.00% 0.00% -1.780396 22.229184 -0.793634 52.689923 0.697248 29.960817 0.057065 2.678472 nan nan nan 10.566245 1.436956
2459522 digital_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.995161 23.274718 -1.081734 53.495881 2.003962 23.760779 0.468795 2.145368 0.6290 0.0565 0.4458 0.000000 0.000000
2459513 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.016003 -0.393467 -0.807418 -0.931441 0.908429 3.073913 -0.585973 0.985677 0.0329 0.0587 0.0019 nan nan
2459508 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.048076 0.118997 -1.151555 1.967486 -1.052040 1.156727 -0.671921 1.653478 0.9077 0.9573 0.1902 0.000000 0.000000
2459505 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.984499 0.977181 -0.791115 2.414394 0.769373 7.600892 0.385992 32.697239 0.8884 0.8616 0.1995 14.492009 16.797675
2459503 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.779121 1.195163 -0.907129 2.245121 -0.416450 1.208304 -0.468750 1.296664 0.8558 0.8533 0.4571 0.000000 0.000000
2459501 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.673294 1.294229 -0.420101 1.562712 -0.944459 0.434928 0.100308 1.094176 0.8509 0.8932 0.3939 0.000000 0.000000
2459500 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.245088 1.040626 -0.663656 1.516067 -0.181993 1.885047 2.027577 2.543909 0.8535 0.8863 0.3813 0.000000 0.000000
2459499 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.023976 1.815546 -1.069771 2.301823 -0.130398 3.506960 2.924168 4.676297 0.8780 0.9368 0.1793 0.000000 0.000000
2459498 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.980141 1.387341 -0.775809 1.568028 -0.330636 2.163636 0.235395 1.887496 0.8620 0.8876 0.4170 0.000000 0.000000
2459497 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.155203 1.742230 -0.419149 1.321410 -0.335730 3.411505 -0.588353 2.012542 0.8833 0.9276 0.3412 0.000000 0.000000
2459496 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.367787 1.980165 -0.850689 1.592015 0.014199 2.753281 1.151686 2.294164 0.8958 0.9066 0.3898 0.000000 0.000000
2459495 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.127567 1.407235 -0.834091 1.273646 0.391042 3.177032 0.867068 2.241626 0.8908 0.9030 0.4296 0.000000 0.000000
2459494 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.835778 1.756009 -0.790415 1.648576 0.506396 3.112627 -0.008068 1.561756 0.8799 0.8943 0.4423 0.000000 0.000000
2459492 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.461679 2.949590 -0.524091 0.250915 0.195191 0.524565 0.175758 9.093606 0.7463 0.8013 0.3445 5.155412 4.879535
2459491 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.365411 3.378391 -0.590593 0.588218 0.263447 2.706858 -0.103415 5.040402 0.7828 0.8159 0.2841 3.667311 2.759637
2459490 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.710521 3.358956 -1.035143 -0.533245 0.243035 0.215361 0.211686 9.357776 0.7394 0.7981 0.3922 5.845556 4.546201
2459489 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.393843 3.368124 -0.811305 0.137842 0.724078 0.575106 0.080196 6.496077 0.7553 0.8036 0.3386 6.052866 4.562304
2459488 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.055733 2.982133 -0.598770 0.427209 0.564458 2.707908 1.005455 11.553912 0.7553 0.8069 0.3713 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 130: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_ok nn Temporal Discontinuties 18.784882 -0.528944 -0.215315 -0.677314 -0.612797 0.786754 0.756491 18.784882 1.279626

Antenna 130: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_ok nn Temporal Discontinuties 5.915123 -0.410418 -0.257793 -0.597457 -0.740896 1.498848 0.180204 5.915123 0.646197

Antenna 130: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 6.425740 0.120164 -0.240764 -0.769955 -0.351235 -0.371786 0.139970 1.016328 6.425740

Antenna 130: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 2.095856 -0.233335 -0.370683 0.333652 -0.061571 0.262880 1.310030 2.095856 0.091382

Antenna 130: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Variability 1.781268 -0.070578 -0.296510 -0.742276 0.512491 1.781268 0.181675 -0.674360 0.723660

Antenna 130: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 6.619849 -0.209501 0.505488 -1.440846 -0.248502 -0.665990 -0.818249 6.619849 0.100799

Antenna 130: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 4.406617 -0.747376 1.581225 -0.941073 -0.014294 -0.602293 -0.135366 4.406617 0.027137

Antenna 130: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Variability 15.510889 1.051708 1.074965 1.071546 0.277166 15.510889 15.501480 0.702296 1.683418

Antenna 130: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Variability 36.319028 19.867807 20.583489 10.054442 -0.590475 36.319028 24.686047 2.185057 16.737798

Antenna 130: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 89.058110 8.057133 22.320375 9.148097 89.058110 14.723578 22.212394 1.537028 8.522676

Antenna 130: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 35.310228 13.204077 3.450142 35.310228 1.537020 5.095409 2.879095 5.380678 1.159495

Antenna 130: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 33.566588 3.372588 12.805755 1.190159 33.566588 2.178655 4.664263 1.520166 3.702644

Antenna 130: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 58.340947 7.526994 20.501498 6.513754 58.340947 9.396147 15.367332 -0.583303 4.861968

Antenna 130: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 74.153590 8.750657 23.432920 8.741441 74.153590 12.252995 19.440627 -0.552624 4.144190

Antenna 130: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 82.325763 24.359074 9.091154 82.325763 9.626688 19.110131 10.350880 8.264498 0.403813

Antenna 130: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 36.211569 16.794055 4.631485 36.211569 1.920134 5.827098 1.754023 5.234597 0.550207

Antenna 130: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 33.332597 4.282027 15.117778 1.568981 33.332597 1.369036 5.477003 -0.668959 3.713524

Antenna 130: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 95.329043 10.851201 27.702796 11.792572 95.329043 10.070643 21.204528 -1.187728 7.426088

Antenna 130: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 39.698170 17.199115 5.024347 39.698170 4.380252 8.749121 0.582383 6.039234 -0.032781

Antenna 130: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 2151.948889 70.395004 63.170514 157.236612 146.341394 198.734974 138.987343 2114.115256 2151.948889

Antenna 130: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 26.683083 10.128785 2.315015 26.683083 0.269718 3.387200 2.019197 3.156648 0.096261

Antenna 130: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 40.076923 16.109788 5.355289 40.076923 3.531241 7.886902 1.763041 3.827736 -0.565954

Antenna 130: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 38.066640 3.808037 11.448778 2.949621 38.066640 4.078800 6.840546 0.549026 4.396916

Antenna 130: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 36.224884 17.167031 5.818075 36.224884 3.824636 10.944225 2.840396 3.062765 -1.650224

Antenna 130: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 30.918163 14.168407 4.504716 30.918163 3.148309 8.638110 1.211099 3.253611 -1.601024

Antenna 130: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 38.672476 6.284176 19.497097 4.115823 38.672476 1.791041 9.645871 -1.758448 4.194732

Antenna 130: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 91.822871 25.413221 9.654677 91.822871 12.088305 27.804725 20.078143 3.815818 -1.222140

Antenna 130: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 38.354955 17.734645 5.957437 38.354955 3.697409 7.268606 0.755272 4.791334 -1.487655

Antenna 130: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Power 48.951918 16.627900 6.023596 48.951918 6.755358 11.753838 2.720127 5.234329 -2.147392

Antenna 130: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Shape 15.061117 15.061117 7.263896 6.392590 11.794151 -0.619201 5.455954 3.591400 8.379329

Antenna 130: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 Not Found nn Temporal Discontinuties 1380.503838 76.213222 52.837047 93.710381 70.058702 231.878922 289.194246 1380.503838 1182.506806

Antenna 130: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 1224.676301 65.362499 43.108234 73.094150 63.768640 87.958284 71.905147 1224.676301 758.028615

Antenna 130: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Discontinuties 1828.859768 30.003928 34.521743 44.386398 43.898132 79.820242 72.707994 1828.859768 1531.333185

Antenna 130: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Discontinuties 1280.334502 62.149329 61.529716 272.607010 239.875606 42.442219 33.502148 1280.334502 805.120424

Antenna 130: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Discontinuties 996.715500 32.403215 33.348734 60.989094 59.765997 233.356913 161.727846 996.715500 863.235223

Antenna 130: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Discontinuties 4568.018280 82.322324 99.315968 91.693968 169.033259 530.856570 2039.501451 1569.879013 4568.018280

Antenna 130: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 19.344363 -0.161552 19.344363 -0.575847 14.897375 3.676665 7.022094 0.460297 14.116148

Antenna 130: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 110.176600 0.193574 24.175226 -0.311908 110.176600 2.351432 23.679372 1.133921 16.478443

Antenna 130: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 44.121283 16.394163 -0.848204 44.121283 -0.470793 7.207366 -0.604987 10.096455 0.443748

Antenna 130: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 15.485336 15.485336 -0.470067 6.794681 -0.101638 2.392014 2.029579 9.631998 -0.046270

Antenna 130: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 13.696190 13.696190 -0.423578 6.817376 -0.307851 1.115261 -0.061414 9.382925 0.145273

Antenna 130: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 18.051692 18.051692 -0.479454 7.837344 -0.202500 1.155743 0.414036 11.069288 0.139768

Antenna 130: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 85.425945 28.475477 0.305759 85.425945 -0.701727 34.200011 1.235601 10.744815 0.836306

Antenna 130: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 13.677634 -0.528445 13.677634 -0.252466 6.936543 -0.251760 1.505641 -0.024247 9.585109

Antenna 130: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 12.660704 12.660704 -0.890508 7.448295 -0.606680 5.389610 0.896505 7.065025 -0.508462

Antenna 130: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 10.960225 9.382890 -0.667731 5.347356 -0.413739 3.319407 1.695954 10.960225 0.080370

Antenna 130: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 13.492217 13.492217 -0.298089 6.732748 -0.302961 3.545209 1.315883 11.503109 0.037701

Antenna 130: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 10.922821 10.922821 -0.574579 5.892780 -0.374514 2.866984 0.139055 6.418855 -0.421246

Antenna 130: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 116.063329 -0.643092 34.673835 -0.381003 116.063329 -0.582502 20.726081 1.002468 23.947194

Antenna 130: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Variability 10.392336 -0.707271 9.673236 -0.442526 6.728313 2.203558 10.392336 -0.572829 4.410198

Antenna 130: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 11.026059 11.026059 -0.622634 5.534356 -0.246040 4.503973 2.335223 8.725973 -0.263022

Antenna 130: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 12.657352 -0.296767 12.468058 -0.230121 7.764783 1.335156 10.603230 -0.067950 12.657352

Antenna 130: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 12.540395 -0.154250 12.540395 -0.477964 5.865152 2.045555 2.194898 -0.076211 12.256783

Antenna 130: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 11.884711 -0.418286 11.146105 -0.173546 5.581851 2.748465 5.323193 0.316420 11.884711

Antenna 130: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 109.668865 -0.458179 26.344448 -0.966073 109.668865 -0.692511 24.272607 0.861784 21.955552

Antenna 130: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Shape 13.949852 13.949852 -0.279228 6.790524 -0.086099 4.119630 1.091462 10.865115 0.113868

Antenna 130: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 209.100125 24.602312 -0.785070 161.816170 -0.797630 72.295312 -1.076949 209.100125 0.038153

Antenna 130: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 3.601764 2.824428 -0.083275 2.977607 -0.433516 1.945152 0.011868 3.601764 -0.336282

Antenna 130: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 5.487367 2.529157 0.093046 3.286948 -0.274412 4.439161 2.288529 5.487367 -0.469137

Antenna 130: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 116.408213 -0.313482 24.649935 -1.143696 116.408213 -0.618435 24.592184 0.649092 31.230672

Antenna 130: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 3.277048 -0.147014 0.725859 1.319296 -1.351394 0.548945 -1.501085 3.277048 -0.613441

Antenna 130: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 5.146071 1.960595 0.070111 2.656704 -0.255367 1.898394 -0.398812 5.146071 -0.473286

Antenna 130: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 13.871485 12.088402 0.018875 9.197715 -0.646275 2.627296 0.766924 13.871485 -0.120337

Antenna 130: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Variability 22.912083 10.713972 0.515709 12.595842 -0.193344 22.912083 5.364950 11.284427 -0.750493

Antenna 130: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 66.399119 0.774076 24.053935 -0.952840 66.399119 2.020436 11.370442 1.347423 12.171906

Antenna 130: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 36.097073 23.358323 0.640791 36.097073 -0.623329 12.292486 2.688588 9.605154 1.206570

Antenna 130: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Discontinuties 14109.168188 4247.195773 4247.195773 3984.106330 3984.106330 2856.975753 2856.975753 14109.168188 14109.168188

Antenna 130: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Temporal Discontinuties 3165.305230 791.723512 791.723512 717.275096 717.275096 794.651158 794.651158 3165.305230 3165.305230

Antenna 130: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance ee Temporal Discontinuties 1992.708203 676.932225 676.932225 676.581063 676.581063 612.881762 612.881762 1992.708203 1992.708203

Antenna 130: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 N10 digital_maintenance nn Power 74.120041 28.155665 -0.348280 74.120041 -1.071442 18.792676 -0.860115 11.101001 -0.607848

Antenna 130: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 72.409962 0.046233 18.948902 -0.876384 72.409962 0.339638 15.797902 -1.206768 18.727787

Antenna 130: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 38.955076 0.029234 15.787238 -0.670263 38.955076 0.006696 8.012464 -0.770097 10.557802

Antenna 130: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 72.961746 -0.596308 19.763057 -0.515226 72.961746 0.256718 12.183495 1.520632 24.891638

Antenna 130: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 53.443065 -0.367149 24.073458 -0.507727 53.443065 -0.791383 26.770990 0.148203 12.595571

Antenna 130: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 130: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 65.082162 16.985196 -0.950961 65.082162 -0.756296 7.122223 3.990086 23.226909 0.246114

Antenna 130: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 48.769823 19.464442 -1.078529 48.769823 -0.991197 9.980405 0.932270 1.856739 -0.933938

Antenna 130: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 47.688152 21.089411 -1.107122 47.688152 -0.948082 12.536214 0.807294 2.313794 -0.846570

Antenna 130: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 60.205902 -1.098835 21.731264 -0.864908 60.205902 0.278708 6.652825 -0.820596 3.224244

Antenna 130: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 71.943142 26.479818 -0.681728 71.943142 -0.850383 18.736563 0.593568 10.142944 -0.472938

Antenna 130: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 59.943016 -0.274487 24.404492 -0.800307 59.943016 2.501690 22.742340 -0.446566 8.254801

Antenna 130: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 83.802423 -0.642103 29.483777 -0.541860 83.802423 -1.045093 29.926709 -0.505668 10.841191

Antenna 130: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 63.204219 28.712638 -0.676962 63.204219 -0.479219 36.049181 -1.147047 13.828714 -0.084551

Antenna 130: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 130: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 130: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 85.797578 -0.747364 23.870587 -0.543216 85.797578 -0.864559 31.597545 -0.984263 33.633225

Antenna 130: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 64.587577 -0.971431 25.743585 -0.515345 64.587577 -0.902971 18.516997 0.292022 20.480213

Antenna 130: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Temporal Discontinuties 8.273151 -1.220834 0.054277 -0.486954 -0.215702 0.960639 3.260619 -0.164397 8.273151

Antenna 130: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 124.734567 30.866366 -0.812125 124.734567 -0.490343 53.498762 -0.795004 16.559903 -0.174663

Antenna 130: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance ee Temporal Variability 44.970351 -0.384588 12.687979 -0.777528 9.354271 44.970351 6.920193 -0.079435 14.815222

Antenna 130: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 95.544155 25.865641 -0.128102 95.544155 -0.412123 28.131964 -0.979718 16.008538 -0.539613

Antenna 130: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 85.398954 -0.583537 20.424723 0.312291 85.398954 -0.376166 31.510892 -0.084083 10.591725

Antenna 130: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
130 10 digital_maintenance nn Power 71.585518 23.501215 -0.516901 71.585518 -0.031446 32.235827 -0.723876 19.982732 -0.102085